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Multiple View Region Matching as a Lagrangian Optimization Problem

by: F. Calderero, F. Marques, A. Ortega
In Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. IEEE International Conference on, Vol. 1 (April 2007), pp. I-481-I-484, doi:10.1109/icassp.2007.366721  Key: citeulike:11344500

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Abstract

A method to establish correspondences between regions belonging to independent segmentations of multiple views of a scene is presented. The trade-off between color similarity and projective similarity of the matching regions is formulated in terms of a constrained optimization, analogous to a rate-distortion budget-constrained allocation problem, and solved using Lagrangian optimization techniques.


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